Two-Stage Model Classifies 46 Produce and Vegetable-Dish Categories at 92.43% Top-1 Accuracy, but Lacks On-Device Validation
The study developed a two-stage ThaiSook pipeline: a binary model first rejects non-produce images, after which a multiclass model identifies 43 fruit and vegetable types and three vegetable-heavy dishes. The 40,595-image dataset contained 11,210 labelled and 29,385 unlabelled user images. With label smoothing and temperature scaling, the pipeline reached 92.43% top-1, 94.56% top-3, and 94.91% top-5 accuracy; Noisy Student raised top-1 accuracy to 92.59%. However, results rely on one train–test split, without real on-device testing or evidence that classification improves dietary measurement or health outcomes.
Decho Surangsrirat · Panyawut Sri-iesaranusorn · Polathep VichitkunakornNational Science and Technology Development Agency (NSTDA) · Prince of Songkla University
A Thai team converted cassava peel into fluorescent carbon dots through nine-minute microwave-assisted pyrolysis and incorporated them into a small-particle reagent for latent prints on glass. The dots produced blue fluorescence with 31% quantum yield and low UV background.
Thai researchersChanathip Amonthamsatid and colleagues
A Burapha University team developed citric-acid-crosslinked CMC and soybean-extract films with 10 wt% rambutan-peel extract. All fortified films reached UPF 141.5, blocked 99.3% total UV, retained 70-85% visible transparency, and better protected vitamin C over seven UV-exposure days.
Chulalongkorn and Thammasat-affiliated researchers develop a theoretical cylindrical microshell with piezoelectric faces, a graphene-reinforced TPMS core, and internal flow. Closed-form response curves map energy trends, but no physical prototype or experiment is reported.
Khon Kaen University-affiliated researchers propose a multi-objective, multi-constraint bi-layer allocation framework for grid-forming storage. The topic is important for renewable-rich grids, but no abstract was exposed and Crossref lists November 2026, conflicting with the discovery date; numerical claims are therefore withheld.
Thai researchersKanchana Sethanan; Ming K. Lim; Ming-Lang Tseng
An eight-year microsimulation compared 6-8.5 mm implants without guided bone regeneration with >10 mm implants plus vertical regeneration for posterior atrophic mandibles. In the Chilean private-payer model, short implants cost less and produced slightly more implant-years, but this is modeled economic evidence rather than a new clinical trial.
An integrative review of Thai Pristaulacus wasps combined morphology, DNA barcoding, and phylogenetic analysis. It recognizes 17 Thai species, describes P. chiangmaiensis as new to science, records P. vilhelmseni in Thailand for the first time, and supplies an identification key and distribution map.
Thai researchersBuntika A. Butcher and Chulalongkorn University-affiliated researchers
A Chulalongkorn-affiliated team combined a redox-active deep-eutectic gel electrolyte with CNTs coated in ZIF-8-derived porous carbon, targeting ion transport, accessible surface area, and low-temperature operation. The laboratory device reported strong areal performance and retention.
Thai researchersJeng-Yu Lin and Chulalongkorn University-affiliated contributors
A Thai team from Thammasat and Kalasin universities studies temperature-controlled condensation after plastic-waste pyrolysis to target gasoline-range products. ACS and Crossref exposed no abstract, so feedstock, temperatures, yield, and fuel-quality claims are withheld.
A Chiang Mai University-linked team converted invasive Salvinia cucullata into biochar and tested it on stevia across water-holding conditions. Biochar did not consistently increase biomass, but it was associated with altered shoot architecture, selected antioxidant traits, and expression of genes involved in steviol-glycoside biosynthesis.
Thai researchersPiyachat Sunanta; Pasin Norkum ai; Patipon Teerakitchotikan; Tibet Tangpao; Sarana Rose Sommano
A retrospective cohort of PCI-treated STEMI patients with Killip class III-IV reported 18.8% in-hospital mortality. Low hemoglobin, low mean arterial pressure, use of more than two vasopressors, and multivessel PCI were associated with higher mortality.
Thai researchersChorchana Wichian; Thotsaporn Morasert; Surat Tongyoo; Arunsri Rattanaprom
A Mahasarakham University-linked study shows that PLLA and PDLA molecular-weight pairing controls stereocomplex crystallization, improving heat resistance but potentially causing brittleness. Experiments and finite-element analysis map a design space rather than optimizing a single property.
INTRODUCTION: Chronic gastroduodenal disorders remain challenging to manage, and new diagnostic approaches are needed to better delineate underlying causes and guide therapeutic decisions. Body Surface Gastric Mapping (BSGM) technologies combine high-resolution gastric myoelectrical activity measurements with symptom and psychological profiling to provide mechanistic insights into gastric motor and sensory dysfunction. An International Working Group convened to derive the first consensus classification of BSGM phenotypes (the "Auckland Classification"). METHODS: A Technical Group conducted a systematic literature and clinical database review to identify objective test biomarkers and candidate disease mechanisms. Evidence was synthesized across 50 studies (primarily in gastroparesis, chronic nausea and vomiting, and functional dyspepsia), and BSGM phenotypes were mapped to existing treatment guidelines. Subsequently, iterative review and development of consensus was performed by a Consensus Group composed of international clinical experts familiar with BSGM. Eleven statements underlying the classification were then derived and circulated as a final survey to establish agreement. RESULTS: Six BSGM phenotypes were endorsed: three defined by myoelectrical abnormalities (Dysrhythmic, High Frequency, and Low Meal Response) and three by characteristic symptom associations (Sensorimotor, Continuous, and Delayed Onset Symptoms). Published studies plausibly linked these phenotypes to mechanisms including interstitial cell of Cajal depletion, vagal impairment, hypomotility, visceral hypersensitivity, gut-brain dysregulation, and small bowel dysfunction. Phenotypes were also mapped to existing mechanism-based treatment guidelines. Ten out of the eleven statements had > 80%…
Thai researchers
BIBLIOGRAPHIC RESEARCH WATCHLIST
Bibliographic research records
Thailand-affiliated bibliographic records. These are not full analyses; they are ordered by Impact Signal and should be verified against the original source.
3,510records
3,510 records
74IMPACT SIGNAL
Clinical Medicine
Development and Internal Validation of the Si-AAA Prognostic Score for Five-Year Overall Survival after Endovascular Aneurysm Repair in Patients with Asymptomatic Abdominal Aortic Aneurysm
Portable blood glucose meters do not reliably detect hypoglycemia in ferrets (Mustela putorius furo) compared with a point-of-care chemistry analyzer
American Journal of Veterinary Research
Thailand-affiliated authors
Rollins Kimberly · Logan Kopp
Institutions
Priest Hospital
74IMPACT SIGNAL
Clinical Medicine
Exploratory Concurrent Associations between K-Kyphometer and Flexicurve-Derived Kyphosis Measures (Kyphosis Index and Kyphosis Angle): preliminary study
Journal of Health Research
Thailand-affiliated authors
Pimonpan Taweekarn · Kunavut Vannajak
Institutions
Burapha University
74IMPACT SIGNAL
Clinical Medicine
Development and diagnostic validation of a recombinant Hexon L1-based indirect enzyme-linked immunosorbent assay for detecting antibodies to fowl adenovirus serotype 8b in chickens
Epidemiological update on spatial and space–time clusters of African swine fever in the Philippines
Frontiers in Veterinary Science
Thailand-affiliated authors
Ruth Miclat-Sonaco
Institutions
Department of Livestock Development
74IMPACT SIGNAL
Clinical Medicine
Antimicrobial utilisation across intensive care units in India: a retrospective registry-based descriptive study
BMC Health Services Research
Thailand-affiliated authors
Sumaiya Arfin · Rashan Haniffa · Abi Beane
Institutions
Mahidol Oxford Tropical Medicine Research Unit
74IMPACT SIGNAL
Multidisciplinary
An α-1,3-, α-1,4- and α-1,6-linked glucan synthesized by Limosilactobacillus reuteri PFAMO29 glucansucrase for enhancing curcumin dispersion and prebiotic potential
International Journal of Biological Macromolecules
Control of airborne microbial contamination in wardrobe microenvironments using a built-in smart air purification system: Performance evaluation under high-humidity and long-term residential conditions
Biofunctional properties of a procyanidin-containing green soybean extract: phytochemical characterization, enzyme inhibition, cellular protection, and telomere preservation
Nitrogen form regulates source-sink dynamics, flowering performance, and tuber development in container-grown Jerusalem artichoke revealed by 15N tracing
ASSOCIATION BETWEEN SATELLITE-DERIVED PM2.5 AND CONJUNCTIVITIS CONSULTATION RATES IN A HAZE-PRONE AREA OF NORTHERN THAILAND: A LONGITUDINAL SPATIAL ANALYSIS
NORMAL VERSUS FAST TIMED UP AND GO IN OLDER ADULTS WITH LOW PHYSICAL PERFORMANCE: ASSOCIATIONS WITH HANDGRIP STRENGTH AND MUSCLE-RELATED ANTHROPOMETRIC MARKERS